AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline average_precision 0.504348 1.57
2_DecisionTree Decision Tree average_precision 0.9227 3.02
3_Linear Linear average_precision 0.986073 3.88
the best 4_Default_Xgboost Xgboost average_precision 1 4.43
5_Default_NeuralNetwork Neural Network average_precision 0.992316 2.77
6_Default_RandomForest Random Forest average_precision 0.986895 3.49
Ensemble Ensemble average_precision 1 1.56

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation